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1. California-Housing-XGBoost-Regression California-Housing-XGBoost-Regression Public

   Predicting California housing prices using XGBoost. Featuring comprehensive EDA, Feature Engineering, and a deep dive into preventing model overfitting.

   Jupyter Notebook

2. adult-income-prediction-rf adult-income-prediction-rf Public

   A machine learning project that predicts whether individual income exceeds $50K/yr using Random Forest Classifier with hyperparameter tuning.

   Jupyter Notebook

3. gym-occupancy-prediction-random-forest gym-occupancy-prediction-random-forest Public

   Predicting university gym occupancy with 92% accuracy using Random Forest Regression. Includes model comparisons and EDA.

   Jupyter Notebook

4. Health-Risk-and-Energy-Consumption-KNN Health-Risk-and-Energy-Consumption-KNN Public

   A comprehensive study on KNN classification and regression using medical and energy datasets.

   Jupyter Notebook

5. car-evaluation-decision-tree car-evaluation-decision-tree Public

   Decision Tree algorithm implementation using UCI Car Evaluation Dataset.

   Jupyter Notebook